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Spotify songs analysis - last 10 years in numbers

Spotify is one of the most popular music platforms all over the world and here we'll make a brief analysis, focusing on the most popular songs. Let's find out what the people like !

This is how the analysis will be performed:

  1. Data preparation & cleaning
  2. Exploratory analysis and visualization
  3. Asking and answering questions
  4. Personal conclusions
  5. References and future work
import jovian
import pandas as pd
import numpy as np

# Project name
project='songs-analysis-final-project'

Initial raw data

This is the initial dataset we download from Kaggle, which includes data starting the year of 1921. I'm not sure if this data, being so old, would be really accurate and relevant.

data_songs_raw_df = pd.read_csv('data-songs.csv')
data_songs_raw_df.describe()